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Michael Novati, a former senior staff engineer at Meta nicknamed the "Coding Machine," shared some mistakes that could be holding engineers back.

The authors also flag a recurring issue: while AI models can often generate syntactically correct code snippets, they frequently lack a semantic understanding of the overall software architecture.